How can I optimize my Python code for better performance?
An example of an AI chatbot conversation about optimizing Python code for performance.
How can I optimize my Python code for better performance?
You can optimize your Python code by using built-in functions, avoiding global variables, and utilizing list comprehensions.
What are some specific techniques I can use?
Consider using libraries like NumPy for numerical operations, and profiling your code with tools like cProfile to identify bottlenecks.
Are there any common mistakes to avoid?
Yes, avoid using excessive loops, unnecessary data structures, and always prefer using local variables over global ones.
How can I measure the performance of my code?
You can use the timeit module to measure execution time, or cProfile for a more detailed performance analysis.
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